Agents that reduce work and information overload
Communications of the ACM
A re-examination of text categorization methods
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Machine learning in automated text categorization
ACM Computing Surveys (CSUR)
Computer
A Comparative Study on Feature Selection in Text Categorization
ICML '97 Proceedings of the Fourteenth International Conference on Machine Learning
A Simple KNN Algorithm for Text Categorization
ICDM '01 Proceedings of the 2001 IEEE International Conference on Data Mining
The description logic handbook: theory, implementation, and applications
The description logic handbook: theory, implementation, and applications
EMMA: An E-Mail Management Assistant
IAT '03 Proceedings of the IEEE/WIC International Conference on Intelligent Agent Technology
"In vivo" spam filtering: a challenge problem for KDD
ACM SIGKDD Explorations Newsletter
Proceedings of the 13th international conference on World Wide Web
Automatic Pattern-Taxonomy Extraction for Web Mining
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Simple BM25 extension to multiple weighted fields
Proceedings of the thirteenth ACM international conference on Information and knowledge management
An evaluation of statistical spam filtering techniques
ACM Transactions on Asian Language Information Processing (TALIP)
EEE '05 Proceedings of the 2005 IEEE International Conference on e-Technology, e-Commerce and e-Service (EEE'05) on e-Technology, e-Commerce and e-Service
Deploying Approaches for Pattern Refinement in Text Mining
ICDM '06 Proceedings of the Sixth International Conference on Data Mining
Envisioning intelligent information technologies through the prism of web intelligence
Communications of the ACM - Emergency response information systems: emerging trends and technologies
Perspective of Applying the Global E-mail Network
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Extracting knowledge about users' activities from raw workstation contents
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Web intelligence (WI): what makes wisdom web?
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Local Search in Weighted and Directed Social Networks: The Case of Enron Email Networks
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Multiple criteria programming models for VIP E-Mail behavior analysis
Web Intelligence and Agent Systems
Mining discriminative items in multiple data streams
World Wide Web
Human task management for RESTful services
ICSOC'11 Proceedings of the 2011 international conference on Service-Oriented Computing
Research challenges and perspectives on Wisdom Web of Things (W2T)
The Journal of Supercomputing
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The recent phenomena of email-function-overloading and email-centricness in daily life and business have created new problems to users. There is a practical need for developing a software assistant to facilitate the management of personal and organizational emails, and to enable users to complete their email-centric jobs or tasks smoothly. This paper presents the status, goals, and key technical elements of an Email-Centric Intelligent Personal Assistant, called ECIPA. ECIPA provides various assisting functions, including automated and cost-sensitive spam filtering based on corresponding analysis, ontology-mediated email classification, query and archiving. ECIPA can learn from dynamic user behaviors to effectively sort and automatically respond email. Techniques developed in Web Intelligence (WI) are adopted to implement ECIPA. In order to facilitate cooperation of ECIPAs of different users, the concept of operable email, an extension of traditional email with an operable form, is introduced. ECIPA can in fact be viewed as a family of collaborative agents working together on the operable email.